What we're happy to have this ratio here this morning. That's where the masters were. But there it Auburn University. You know we're in the real world for a few years credit program with hearing. You're a Georgia Tech three followed by a joint faculty position and weapons in the area University of Utah. You know you join your authority where it's research just very like a machine biomedical Microsystems' integrated by sections Microsystems fabrication is currently the associate editor for Michael machine in the United States with general electronics and the associate other like machine for the I can't believe transactions. Today he's going to talk about biological cells with micro And OK thank you. He switches so it can turn out great. OK so what I want to do today is I'm going to give me a kind of energy action to Microsystems and how they're used for Biomedical biological analysis and then give you a few examples of systems that we worked on in our laboratory that kind of fit that mold. So it included background would talk about. The Magna forensic separation for blood cells and ways of using that technology for separating white blood cells or red blood cells and then go into separation of breast cancer cells from blood. And then kind of a downstream technology from that which is N.P.N. spectroscopy which is a. A technique which can be used for further analyzing cells. And then we'll talk about some neuronal interface Microsystems and conclude at that point. So many of you probably read across the publications that have motivation for developing these microfluidic systems in general and in the case of the bomb medical arena. These are some of the motivating factors for developing these systems first of all they allow you to develop these minute try systems that have multiple functions and are highly function. Sophisticated as far as a functionality goes and they allow you to do analysis that you previously couldn't do without large benchtop type instrumentation and a lot of additional manipulation of samples by clinicians or by laboratory workers. So the vision is to develop systems that allow you to put a sample in one into the system and get an answer out of the other into the system in a micro device format so it doesn't require a lot of operator interfacing which introduces errors into analysis and also a lot of cost into the analysis and it also reduces the size obviously and the time associated with analysis. So there's many different scaling advantages this. These are some of the scaling advantages and Microsystems including a lot less sample that's necessary for doing an analysis many times samples or are rare and very low volume. If you portability. So it gives you the possibility of not only developing portable systems but also home use type systems. And better fact there's some new products coming out in the near future that are for genetic analysis home based genetic analysis systems that will allow you to to check for things like propensity for disease. So the performance advantages really come down to the ability to do these analysis in parallel and to do them in much shorter times than what you are seeing with the macro scale more conventional analysis systems and we'll see some examples of how that time is decreased as we go through the presentation. So what to do these systems have several common components to include the components include things like Margaret channels Michael pumps and now so you can manipulate fluids and running these Microsystems they also include mechanical components in detectors such as Let's go to Tech there's an optical detection mechanisms that are built into these systems. And obviously we have to have a way of packaging these systems so packaging microfluidic systems and of highly functional microfluidic systems is of great interest to the community and actually is a large task to perform it's not trivial to interface these micro scale systems with a macro scale world you find that many groups envision billing systems and they go through and they build the micro system then I find it very difficult to actually interface with it to get the sample then to get detect to detect areas within the system. So this is an example this a generic example of a bio analysis system platform. And really what it's meant to do is meant to convey the multifunction characteristic of these systems. You know if you want to get a develop a system where you put a sample in and get an answer out of the system some output of the system in this case what we're using is a blood sample that goes in one side of the system and it goes through a number of functional compartments. That in the end allow you to get a genetic analysis out the back of the system so in this particular example where you're putting blood into the system it has to go through some technique of separating the blood so that you just have a component of the blood that you're interested in in the case of blood. What do you think you'd be interested in if you're doing a genetic analysis or not a biologist but. So you want you want the white blood cells that's really what you want from a blood sample because red blood cells don't are they're not a new Clayton cell they don't have a nucleus they don't have D.N.A. within them. So you're looking for the B.B.C.'s from the blood sample and if you know a little bit about blood you. You know that they're not the most abundant in the bloodstream you know there may be one out of every ten thousand or so cells a white blood cells a rest om our red blood cells and maybe exfoliated cells as well but most most of the blood is as far as the so content or red blood cells so you have to have some way of collecting white blood cells and so that's a first step in the overall process after you do that you have to go through and you have to somehow extract the D.N.A. from the white blood cells that's what this unit does it's called a solid days extraction system so it extracts the D.N.A. content from the white blood cells. And then after that you have to go through steps such as P.C.R. to amplify the D.N.A. you don't have a lot of D.N.A. copies coming from this extraction process. So you have to amplify it so that your signal is large enough to be detected in a microsecond of Microsystems' So you go through this P.C.R. process plumber eyes Chain Reaction to the D.N.A. and then after that you can do a D.N.A. detection through a number of different mechanisms but really what this is meant to convey again is that to do to create a. For platform we have sample in an answer out here choirs multiple functions built into the micro system. The ability to mix and to manipulate the fluids in a Microsystems to get a number of fluids in a number of electrical leads in and out to call you need to cool interfaces as well for these for these Microsystems So they're complex in their totality and what we're not showing here is is the interface the integration and packaging that's necessary to get you back to the macro scale. So there's two different approaches that people use is just like what you'd run into in trying sort of occasion you can make things monolithically or you can make things in a hybrid module type approach and so the module approach requires that you make each function or maybe one or two functions on a chip. He then put those on a common substrate with other functional components. They have to be electrically interface they have to be optically as well as fluid equally interface with one another. So it's a little bit more complex than Then let's say just a let's go interface thing we know the logical interface is not trivial but this requires also the fluidic interfacing is an optical type interfacing. Could also use a monolithic approach many of the monolithic systems are kind of like what we had seen in the first slide and that's the layer approaches where you have embedded fluid channels and better detectors in valves and such that allow you to to perform these functions not only at the surface of these Microsystems' but also the inner layers of these micro system so many of these are made using are made using glass materials and plastic materials and the reason for that is because it's really too full of the first reason is that conventional analysis is done on those type materials and so. People that are doing these analytical techniques in laboratories around the world are comfortable with materials like glass and also a number of different type of plastic materials. So that's one reason why there's a strong push environmental Microsystems' to work on them and the glasses and plastics arena. But there's also the ability to optically interface with those materials easily. So you can get optical signals into the inner layers of these materials get and read optical signals out. Many of the detectors that are used in biomedical analysis are fluorescent or at least optical based detection technology so you need to be able to interface with those systems in optical fashion. So this is again the overall concept so what we're going to talk about today is we're going to use at least in the first part of the talk we're going to use this is an example in talk about the first parts of the system we're going to talk about ways of taking a role sample in and going through some of these personal preparation techniques ways of collecting white blood cells and other rare cells from a blood sample and ways of analyzing those using impedance spectroscopy and so we'll really concentrate right here and then maybe spend a little bit of time on the the electrophoresis sort of the D.N.A. analysis section of it as well. So this you have a system that allows you to do all of the functions that we had seen in the schematic from the last slide it doesn't go to Chip format so we have cell separation. Technologies and we have it separated from another chip that contains the saw the base extraction D.N.A. amplification. And the D.N.A. analysis section of it but it's a. Substrate based system has interfaces that are made with on it as well. So this is kind of your first look at some of the technology or some of the approach taken some approaches that can be used for interfacing these systems interfaces that are shown here are realized in this slide and they are still a part of fee based interfaces so we can start a part of the system over the building to build the system to build these interfaces up that allow us to interface our capillaries for getting fluids in and out of these Microsystems' they allow us to create valves and pumps pneumatically control valves and pumps through these interfaces. There's optical windows for detection in these as well as the ability to enter into integrate integrated circuits and electrical functionality into these interfaces as well so it gives us everything we need as far as flexibility and ability to interface with these different detection mechanisms and integration needs. So this is what the system looks like it has a it's the same system it just doesn't have all the complexity of the packaging in it. It has a cell separation component has M.P.S. spectroscopy component. You have to lie still. Why blood cells before you can extract the D.N.A. and amplify the D.N.A. and analyze the D.N.A. So really what amounts to. And so this is what I want to talk about is a technique called Magneto precess and what we used Magneto for rhesus for what we're using it for is a way of separating the red and white blood cells and a raw blood sample of blood is a very complex sample if you look at it it's contents it's probably. Fifty percent solids and so it's a very it's almost almost a tissue in the complex of the. So it's a lot of percent solids and really what we're looking for just this very small amount of the overall content within the blood samples so what we are showing here is a principle called Magneto for races that uses a magnetic field as a way of creating forces on the red blood cells in the white blood cells because we know that both of those cell types have a certain magnetic susceptibility So if we introduce a Bagnet force then we can use that as a way of manipulating or creating or impinging a force on these cells. So the way that we do that is creating a magnetic field gradient we start with just a magnetic field from a standard magnet or a relatively high power magnet but it's not electro magnet and then creates a magnetic field that then creates a gradient that's close to a micro wire that we create in our micro system so we use an external magnet we have a small wire that we've defined magnet out of magnetic material in a Microsystems and that creates these gradients that then produces the forces on the white blood cells in the red blood cells. We have to do that we can operate this and there's one called the pair magnetic mode in the other is a diabetic. And since way the difference in those is that we're in Taishan of the magnet in the system so if we or in one particular direction we get the pure magnetic mode you know there's a diamagnetic mode and I say actually what that does is it creates kind of the opposite force on the particle so if the red blood cells were forced toward the wire with a pair of magnetic they'd be forced away from the wire with a diamagnetic. And so this is the way the system works a pair of magnets but I'm going to talk about the dive magnetic mode because it's just a counter. Part of it. So you simply put magnets up against the side of the Micro Channel that has a fluid flowing through it. And if we were lucky enough and it would start flowing and what happens is the red blood cells in a pair of magnetic motor. Are attracted to this rider that we've defined in the center of our Michael Flynn a channel. So when they exit the exit out the center number to exit our outlet in the system of the white blood cells are pushed away to the exit one and exit three one and three from the system. And so we're using this magnetic force as a way of separating the blood cells. As a comparison. This is a macro device which does the centrally the same same type operation. So it's you know it's about ten senators unlink the capillary inside of it's around four meters about three point six meters long. The analysis is all about the same time frame is our Microsystems this is the micro system it's a glass slide based format. And so the sample is put in here. It's separated as it travels down the micro system is where the magnetic wire is and it comes out of one two and three is separated blood sample at the other round and also takes about five minutes we get better efficiency in the micro system didn't they do in the macro system and we doesn't really require near the complex of the it's a glass based micro system it has a standard magnet next to it and that's all it takes is no external electronics associate with this particular device. It's very portable and can be in vision use for many applications that can take advantage of that portability. So this is examples of the separation from the outlet so this is the outer part of the samples flow in this direction. This is the wire that we defined in the Micro Channel with the blood flowing down. This shows what it looks like without a magnetic flux I could run. Video but it would look just like that is pretty high margin isn't it. And there's no separation really occurring and this is with the magnetic field or with the magnetic field applied if you were in a video and it is run quite like I want to run. You see that most of the red blood cells go in the center around and not all of them in this particular design we would lose probably twenty or thirty percent of them to these Alan one and out with three in this case. So what we did was we tried dude. Tried to decide how we would increase the efficiency of the system and so what we ended up doing is a cascade basis to mostly that just a second. But this shows before we get to that that the efficiency of the separation is proportional to the speed of the blood this going through the system so if you increase the speed you decrease the efficiency and it stands to reason that the magnetic force has less time to react or to act on the cells so there's less of a chance of it pulling it into that center. So it shows the separation for this stage system around seventy percent for collection of red blood cells. We also did the specifics on why blood cells strange is not showing that appear to projector seized up for a minute for self. But this this is well doesn't like that slow and what I showed. Which showed the white blood cell separating and going out into alley one and out with three thinking it come back on dare go back to this one I want it again this is what I'm trying to show. Let me show in this mode. This is a cascade based system so what happens is the blood comes in here in the last system that you saw just had one stage so they had one wire that it was attracted to in this case we have multiple stages within the system so red blood cells are attracted to this edge and actually pull down into the center channel. Some of the remaining red blood cells are pulled down here and the very last remaining blood cells are pulled out red blood cells are pulled down here so it's kind of a way of. Sweeping the red blood cells down into the center channel and multiple stages. And so by doing this I think we can go back to slide show here. And by doing this we were able to create this system looks very similar to the one that you had seen before but it has multiple stages and so we call it a cascade based system and you can see that in this cascade based system that the red blood cells this is separation at point three almost all the red blood cells are in the center channel and it turns out that almost all the white blood cells on the outer channel the system. So what the system allows us to do with the ends it allows us to collect there are cells that we're interested in for our final analysis and show this to some of their fish separation fish and see what's around ninety percent and this system. This is a video of the white blood cells are going to try it. And you can see that the white blood cells they're there for us and the stain in this case white blood cells are going out into this island these are all red cells that are flowing down the center and the fish and see for the red light. Why blood cells was around the same patient the right around ninety eight percent of patients here so it also turns out that you can use this technique for for separating not only white blood cells but other nucleated cells in this and this magnify Reddick separation system so this is a example an example of separating exploded cancer cells and you know I it's a sample that we mix we made up ourselves but essentially had a blood sample that we introduced breast cancer cells into. And we firstly stain the red breast cancer cells and you can see that there flowing down channels or outlets one and three and so it gives us a way of collecting other rare cells from blood other than just white blood cells. And so what we can do from that point is after we've ran the blood sample through the system we've collected the cells that are of interest using the magnet for it except ration we want to further characterize those cells and the way that we do that is through this technique called impedance spectroscopy so you can envision those cells that are anally one in three being routed to this in a way our way of analysis cavities where so is our position within the analysis cavity that contains two electrodes about most who have four electrodes for doing in Pinas tomography but essentially have cells that are trapped in these cavities and then we do an opinion spectrum spectrograph of the cell itself. So what we do is we're simply measuring impedance Z. value over a frequency range and so you get a signature a certain impedance and a magnitude of phase associated with a particular type of cell. And so this is what it looks like is allowed to go model for that. So we have electrodes on either side you have a. Well sitting in between the cell itself is modeled is a parallel network. So it has a membrane impedance that has a side of Plasm side of Plasm as well as the other membrane on the other side a cell. So this is a cell as plopped down in the system in addition to that of the electrodes aren't snuggly against the cell you have these electro polarisation of thanks. If you also have to include due to the nature of the solution. So essentially this is the model of electrical model for the system and so it allows you to analyze things like the membrane characteristics the electrical touristic So the membrane and it turns out that different cells have different electrical characteristics and the membranes in disease cells have different electrical characteristics then the normal cells of a particular type as well. So you can use this is a way of really analyzing the physiology electrophysiology of the cells. So I'm going to go through a little bit about how these devices are made. We make these on silicon silicon process. And these are the analysis cavities that are built on to the silicon so we go through a number of techniques that you know you can vision the Poly and type cavities if we want to use poly and we have some cavities. Where we've defined electrodes in of this have this is a four electrode system but the cell sits in the middle. There's a tiny via at the bottom. That's used to pneumatically kind of suck the cell down into the analysis cavity and also teams to project the cell out when we don't want to do any other analysis with it so that shows a very small two micron view at the bottom is used for capture So this is a silicon wafer that has this type configuration. We also have to put a interface on me. So these are actually represent fluid channels that flow over. The radio microanalysis cavities that connect to capillary tubing. So this particular example is really meant to show you the sensitivity of this technique. So what it allows you to do in this case is take cells that are of the same time and to start modifying arm are changing the activity of the channels that allow chemicals to go inside into and out of the cells so these channels that the sodium and potassium come in and out of the cell and other molecules in of the cell can be manipulated through through chemical intervention so if you take this is a crow actually crime with and cells there use their part there in that adrenaline gland so they secrete adrenaline. And so they if you if you add this particular chemical to a culture with colds and cells it will block the potassium channel so that TASM show no longer operates. So you can imagine looking again at that membrane model that let's go model for a membrane. If you have a channel that was reading through its lead in charge of molecules through. And you've also been blocked that then what's going to happen is this going to be less leaky right as we have more of a capacitive nature to it. So now your impedance of that membrane is changed somewhat. It's changed from a leaky capacitor to a less linking capacitor and you pick that up and these again and phase are magnitude in phase plots for the impedance over a frequency range. You know get a big change of magnitude but you get a big change in impedance that's associated with that phase change that we're talking about of that capacitance change becoming a more capacitive membrane. So even within the same cell type it's all coming from inside. If you modify the activity of the channels in those cells then you can pick that up using spectroscopy so it can be used for very sensitive soul analysis where the cells are different. They're just the activities different from one cell to the next. There's experimental results in the last for well no it's not one syllable I don't know how many Well you know there's the number of cells there obviously but it's maybe for one cell of each type in this case. But we have a lot of data for each each of these experiments and you find that the data is very very tight fitting and we'll see that in some of the day that we see in just a second for breast cancer. So it turns out for breast cancer. There's a number different stages of breast cancer starting with normal. Breast tissue and it goes all the way through med and static type cancer and they're in this process. So you know change in the way they changes they there's a lot of up regulation and down the road regulation of products that they're producing There's a lot of changes in the membranes of the cells so they go from just a normal membrane to they bled membrane where they're much thicker. So you can imagine if they become thicker then we can pick that up using a passed back process because we've changed the membrane characteristics. And so what we want to do is we want to see if we can use impedance spectroscopy to detect breast cancer cells that have actually each one of these stages of cancer from normal through fully metastasized cells. And so this is an example of some of that data. So this data is for about twenty cells I think it shows you that how close the data falls and the difference in these cell types are first of all normal cells normal. So. And these are early stage breast cancer cells and these are late stage breast cancer cells. And they look different. They look different on the microscope and that's normally how these analysis are done is they do install a G. by taking a sample cutting it across a sheet looking on the microscope staining it and deciding visually whether or not they have cancer and that sample. And so this gives you more and more quantitative way of doing that by again analyzing single cells and looking at their response. So using these different cell types we did the impedance spectrum a spectrum for them from around forty Hertz and this was up to three megahertz and you can see that there is a distinct difference in the cell types based on what stage of cancer. You know one cancer that they're in so it gives you a way of distinguishing so all types as well as distinguishing activity of a given cell questions. OK what I'm going to do is give you permission to do this which slide shows and I want to pick out talking a little bit about Microsystems for interfacing with neurons. So we're leaving the blood sample arena and so manipulation and collection and those analysis collection and other systems and going to neuronal based analysis systems. This particular system is really interesting because when it allows you to do is it allows you to to grow your Rons in this micro system on a format that has a little lead for stimulation and recording it also has this micro system our microfluidic system component that allows you to culture in each. One of these wells individually. So these are wells that have their own environment. But the most interesting thing about it is that isolates fluid environments to these different wells and allows the neurons to grow wherever they want they can grow freely throughout the micro system so cells that originate in one chamber can grow into the next chamber and vice versa. Whereas the fluids can't. Can mix there's barriers fluid barriers that prevent that from happening. So what allows you to do is allows you to do experiments on the you know the so many and then the distal end of neurons that have been cultured in these systems you can look at the facts of different drugs and different toxins on those different regions of the cell and so we work with groups at Emory that are interested in studying things like Parkinson's disease and understanding the basis for it and it's a newer degenerative disease and that's really what the system is good at is is analyzing what happens at different portions of the cells by isolating them chemically from one another. So this is a two chamber system. It's a micrograph of a two tamer system. This is a pity a mass based microfluidic system so it's going on the base with all the electrodes and such pattern and then the fluid chambers are here and here and the structure itself is made up a mass of fluid barrier is around each one of these wells. You can see a whole lot here with this. Is this we were using do you or do you explain it. So this is taking away some neural neural tissue from the spine popping it into one of these compartments and letting it grow and we saw in these systems. We had the ability to start neurons in one chamber and this shows them growing into another change you see the neural tracks in these other chambers. Not only growing to the adjacent chamber but also grew in a pattern way so we can take the neurons and their acts on star growing and we can pattern different chemicals on the surface that align those axons into different tracks and so we can get tracks of axons down the other in the other compartment. So not only is it for fluid isolation and culturing but it gives you the ability to really direction lies the growth of these neurons. So it shows a little bit more that we use in this case we use college and as a molecule for direction lies in the neural growth pattern college and on the surface and then after doing that the neurons would prefer to go on the collagen and and you can convince them to do that. And show some of the closer a picture of a Explain how the has the extensions going from it these are the electrodes are used for stimulating and recording and you can't really see it very well but there's no Ron's going throughout that environment and we had to face that system with a commercially available multichannel systems micro Let's root a recording apparatus so this connects back to a large computer that has. You know has all the software and such for stimulating recording for manipulating the data once you get it. So it's nice to have that infrastructure already there and you just plop your research device into that into that set up so we've made our lead our pin lead outs and such so that they they fit this jig that was part of the Emmy recording system. So this is a kind of a two D. system right when we talk about is really two D. electrode system. This is a three D. version of the same thing. It fits into the N.B.A. system just like the last one did has the same pan out. But now we have a three D. environment in this and. The center of this culture. So we have neurons which grow throughout this three D. environment more of a natural fashion. Neural rays are great but they're not three D. And so there's a lot of scientists that would prefer to do their experiments and three D. because it more mimics what you find naturally. So in this system. It's all micro machine then there's ways of these are all so there's fluid that comes in from the backside it's released the ports on the front side. There's also electrodes would go over two tabs which then allow them to go vertically up onto these tower rays. So these tell razor fluid to be functional they're logically functional for stimulating recording. This is one of the shows optical monograph of them that shows what they look like you can see the leaves. Coming up the length of them and going to different points. There's also fluid channels. This is another view of it using a scanning electron micrograph. So one of the big things you have to worry about whenever you're working with any biomedical or biological material is by compatibility and by compatibility varies what that means varies from application application in the case of the broad analysis system we were trying to culture cells in that environment were simply trying to analyze the cells and so the body compatibility issues are much different than they are in a system where you're trying to grow cells and so by compatibility is a moving target. And there's no blanket statement about compatibility that fits for all applications but in this case we were trying to work with and she right materials and we found that they were not very by compatible actually they were highly toxic for these neurons and these neurons are very very sensitive they're probably some of the more sensitive. There are so that you try to culture and so this is one of the really acid tests for compatibility. It took us years it probably took us three years. A large group of people working on this that knew a lot. Well by compatibility it wasn't me is the leave that area but we had people on board that were experts in this area and so what we ended up doing is we ended up using this protocol for by compatibility for this issue eight material we tried many many different things to use conventional back compatibility treatments and this is what we ended up doing in the end the work force. And so we see neurons growing here we did a lot of fluorescent imaging to look at a lot of dead ratios we compared them to standards that were cultured at the same time. Show some more neurons growing on the system. This is a fluid borne electrical leads here. It's probably better pitches and this. This is C M of the neurons growing on this is as you went to our fluid pour the logical. Lead the neurons are going growing happily throughout the material after the back compatibility treatment. What would happen if you didn't go through the bio compatibility treatment was you have absolutely nothing right on the surface and in fact in the case of as you weight materials the entire petri dish at least within the perimeter of maybe. Two centimeters would be dead around the as you know a material. So you really had to figure out how to leach out those toxins from the material. Again we did a lot of a lot of analysis a lot of Did I say isn't this case the green presently labelled cells or live the red fluorescent least label cells are dead. It's a nuclear nucleus likeliness based staying for the Terminator whether the nuclear tests were intact or not in these cells. So again we had these systems and we had to create an interface form. We use Pedia mess as an interface for. From some of the fluid testing. So we created molds and poor P.M.S. material is kind of a flexible plastic material and we're able to create create packages that we put the system into then and for testing is the silicon based system with a ring for culturing in the system in the center and that goes into this apparatus that we have seen before with the two D. system and so the cells are culture here and the information is sent back to the rest of the system the electrodes you know there's a lot of things you have to learn about when you're talking about performing experiments with more stimulation recording in electro pores ation is an important aspect you want to use materials that electro materials that can easily pick up the neural activity the signals from the neurons are on the micro ball to millivolt scale. So you need them to use a material that's capable of picking up those signals and without going through all the letter chemistry associated with that one of the better materials to use this platinum black. So all the electrodes within the culture were electroplated with platinum black before we perform the neural culturing so that when we stimulate a recorded we were able to do that with this polarisation and electrode material. This is a set up once again that fit into and and that's pretty much it. I think I'll stop there any question thank you glad to answer any questions or by me yes. I didn't go over that I have a students working on that think he's in there right now but you know one of my students working on phrenic there's a number of different ways of doing it using free since in fact but we're working on a technique he's a director for he says for performing a similar separation. So you can use the positive and negative forces produced on cells as a way of attracting them from electrodes and so yes you can do that and use that technique for cells operation your protein is to use a magnet for example rater to get rid of all the red blood cells and to use the separator to further classify the white blood cells and other rare cells like cancer cells and cancer cells. So it's kind of we're using a cascade cascade fashion and downstream from that is N.P.R. spectroscopy So you know the particular system I'm talking about first starts with a magnet for an except ration then die letter for an example and then appears spectroscopy to completely analyze the cells and then what you have there. Yes. Yeah it was assembled by hand by a student that doesn't drink much coffee. They come in very patiently No actually they simply process after the students you know I used to maybe ten ten minutes for an entire array. So it really was a very difficult for me to take a long time yet. The electrical leads the question is how to get from a horizontal vertical. Well we stand with all of you to define the horizontal leads we also used to define the vertical leads and at the interface was we used a solder tab. So we saw we had a low melting temperature Sautter that was low enough melting point that we could melt it in the presence of so we used a ten so saw that melts at around two hundred degrees C. we heat up the entire structure about two hundred degrees C. that solder in a connected reflow and create our horizontal interconnect that was also able to do that we sometimes use buffers sometimes we don't goes to get away from buffers we like to use we have systems. We're working on systems for plasma separation as well. So we have systems that have shown so separation but we also have plasma and platelets type separation systems. There are a lot of applications for those as well. For the experiments we've done we've found that there's a lot of consistency from sample to sample. We don't see a lot of variation from sample sample but I can't say that either has the lead because I don't know that that's a good blanket statement to make and we haven't done enough experiments to do. Yes right here. You know the boat for we try to use be consistent with our buffer. So we always use the same buffer same electrolytic solution has the same resist him you know he has the same characteristics. So we try to use the same boat for each time but we also try to build our cavity so there's a cell set snugly down in them so that the buffer plays a minimal role so that the M.P.'s who are measuring is really the impedance of the snow not the buffer. So we really try to fabricate in that way because it will add a lot of variability to the to the analysis. So there are tricks if you want to nice tight fit to your data then you've got to you've got to be looking at the same thing every time. And so that's one of one trick to do that is to put everything in there so in this kind of snow fashion then houses and milliseconds. Well second time frame. You know what I would have said you know what I've shown is a lot of data over a wide range of a large frequency range and you don't need that much data to do analysis in the end you just need a few points and so you can easily knock knock down the time by decreasing the data that you take in the system. We don't go over maybe five megahertz or so because we have a lot of parasitics that start popping up that cause the signals to kind of drown together most information we find below that. But there is. You know there's I think there's a lot of interest in our potential for that higher frequency range as well and we thinking about that but we haven't really moved in that direction very much P.C.R. is pretty standard and I Microsystems Now there's many people have demonstrated that we have shown here was an I.R. based P.C.R. so P.C.R. involves heating and cooling you do that. Heating cooling cycle a number of times to create that amplify D.N.A. And so we're using I.R. heating and I are heating and those kind of diffusion based cooling in the system and they work fine where we can do P.C.R. and LESSON two or three minutes macrocell systems That's our No two hours. This is much much quicker and yes it's pretty standard stance all the fodder for you where you define your device and you pour the P.M.S. and then peel it up after it's cured. It's pretty common. Yes we do in our labs here. Yes it's very easy to implement a lab. It's kind of messy process but it's easy to implement.